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Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective

Muhammet Balcılar, Guillaume Renton, Pierre Héroux, Benoît Gaüzère, Sébastien Adam, Paul Honeiné

2021HAL (Le Centre pour la Communication Scientifique Directe)44 citationsOpen Access PDF

Abstract

International audience

Topics & Concepts

Computer scienceGraph isomorphismTheoretical computer scienceGraphExpressive powerAlgorithmArtificial intelligenceLine graphAdvanced Graph Neural NetworksBayesian Modeling and Causal InferenceComplex Network Analysis Techniques
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